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Published on: February 26, 2013
Identifying Patients With Atrial Fibrillation in Administrative Data
Karen Tu1, Robby Nieuwlaat2, Stephanie Y Cheng3
1Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada; Department of Family and Community Medicine, Department of Medicine, University of Toronto, Toronto, Ontario, Canada; University Health Network-Toronto Western Hospital Family Health Team, Toronto, Ontario, Canada.
An algorithm using administrative data accurately identifies patients with atrial fibrillation (AF). This method helps track AF prevalence and treatment patterns in large populations.
Area of Science:
- Health Informatics
- Epidemiology
- Cardiology
Background:
- Administrative data are crucial for large-scale epidemiologic and outcomes research.
- Validating administrative data algorithms for identifying atrial fibrillation (AF) is essential.
Purpose of the Study:
- To assess the accuracy of administrative data algorithms in identifying patients with atrial fibrillation (AF).
- To evaluate the utility of these algorithms for tracking AF prevalence and care patterns.
Main Methods:
- Utilized Ontario family physician electronic medical records (EMRALD) as a reference standard.
- Developed and validated an algorithm using hospitalization, emergency room, prescription, and billing codes for AF identification.
Main Results:
- The optimal algorithm demonstrated high sensitivity (80.7%) and specificity (99.1%) for AF detection.
- The algorithm revealed an increase in AF prevalence from 1.68% to 2.36% (2000-2014) and rising anticoagulation rates.
- Novel oral anticoagulant use among AF patients increased significantly from <5% to >50% (2011-2014).
Conclusions:
- Administrative data, with a validated algorithm, can reliably identify patients with atrial fibrillation (AF).
- This approach enables effective assessment of AF disease burden trends and care patterns in extensive populations.
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